Nature connectedness, social dominance orientation, and support for marginalized groups

Henry Ng's 24.4 MB project package contains datasets and code for a network analysis linking psychological constructs. The files, including CSV data and Python Jupyter Notebooks, were prepared for peer review and are licensed under CC-BY-4.0. This dataset was last updated on March 22, 2026.

Use Cases

• Perform network analysis on psychological constructs based on the described use of the glasso module and NetworkX.
• Calculate bootstrapped confidence intervals for edge strengths and centrality indices based on the described custom functions.
• Conduct permutative network comparison tests based on the methodology referenced from R packages qgraph and bootnet.
• Visualize psychological network structures based on the described visualization capabilities.

Strengths

• Includes 24.4 MB of data and analysis code, providing a complete project package.
• Code is provided in multiple formats (Jupyter Notebook, PDF) for different user needs.
• Analysis methods are explicitly described, referencing established R packages (qgraph, bootnet).

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Data may reflect bias inherent to the specific research project's sampling or methodology.

Provenance

Source

figshare

Collection Method

Data and code were developed for a specific research project undergoing peer review.

Time Range

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Freshness

Last updated 2026-03-22 02:02:25; freshness should be verified.

Geography

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